490 search results - page 69 / 98 » Association rules mining using heavy itemsets |
KDD
1997
ACM
14 years 1 months ago
1997
ACM
This paper presents an autonomous algorithm for discovering exception rules from data sets. An exception rule, which is defined as a deviational pattern to a well-known fact, exhi...
BTW
1999
Springer
14 years 2 months ago
1999
Springer
Data mining has been recognised as an essential element of decision support, which has increasingly become a focus of the database industry. Like all computationally expensive data...
HICSS
2005
IEEE
14 years 3 months ago
2005
IEEE
Association rule mining in real-time is of increasing thrust in many business applications. Applications such as e-commerce, recommender systems, supply-chain management and group...
DIS
2003
Springer
14 years 3 months ago
2003
Springer
Abstract. In this paper, we extend monotone monomials as large itemsets in association rule mining to monotone DNF formulas. First, we introduce not only the minimum support but al...
IISWC
2006
IEEE
14 years 3 months ago
2006
IEEE
Abstract— Data mining constitutes an important class of scientific and commercial applications. Recent advances in data extraction techniques have created vast data sets, which ...